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Imbalanced fault diagnosis of rotating machinery using autoencoder-based SuperGraph feature learning

Jie Liu,Kaibo Zhou,Chaoying Yang,Guoliang Lu

2021 · DOI: 10.1007/s11465-021-0652-4
Frontiers of Mechanical Engineering · 38 Citations

TLDR

Results show that the proposed method can effectively achieve rotating machinery fault diagnosis towards imbalanced training dataset through graph feature learning.